Triple
T11137264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kam–Sui languages |
E263446
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object |
Yanghuang language
The Yanghuang language is a lesser-known Kam–Sui (Kra–Dai) language spoken by an ethnic minority community in southern China.
|
E908083
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Yanghuang language | Statement: [Kam–Sui languages, hasMemberLanguage, Yanghuang language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yanghuang language Context triple: [Kam–Sui languages, hasMemberLanguage, Yanghuang language]
-
A.
Queyu language
The Queyu language is a lesser-known Sino-Tibetan tongue spoken by the Queyu (Choyo) people of western Sichuan, China, and is closely related to other Qiangic languages.
-
B.
Tai Nüa language
The Tai Nüa language is a Southwestern Tai language spoken primarily by the Tai Nüa people in parts of China and Southeast Asia, closely related to other Tai languages such as Thai and Lao.
-
C.
Pinghua language
Pinghua language is a group of Sinitic (Chinese) dialects spoken primarily in parts of Guangxi and neighboring regions in southern China, often considered distinct from both Mandarin and Cantonese.
-
D.
Chaoshan language
The Chaoshan language is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong, known for its distinct phonology and strong cultural identity among Teochew and Swatow communities.
-
E.
Longgu language
The Longgu language is an Oceanic language spoken by communities in the Solomon Islands, belonging to the Southeast Solomonic branch of the Austronesian language family.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Yanghuang language Triple: [Kam–Sui languages, hasMemberLanguage, Yanghuang language]
Generated description
The Yanghuang language is a lesser-known Kam–Sui (Kra–Dai) language spoken by an ethnic minority community in southern China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yanghuang language Target entity description: The Yanghuang language is a lesser-known Kam–Sui (Kra–Dai) language spoken by an ethnic minority community in southern China.
-
A.
Queyu language
The Queyu language is a lesser-known Sino-Tibetan tongue spoken by the Queyu (Choyo) people of western Sichuan, China, and is closely related to other Qiangic languages.
-
B.
Tai Nüa language
The Tai Nüa language is a Southwestern Tai language spoken primarily by the Tai Nüa people in parts of China and Southeast Asia, closely related to other Tai languages such as Thai and Lao.
-
C.
Pinghua language
Pinghua language is a group of Sinitic (Chinese) dialects spoken primarily in parts of Guangxi and neighboring regions in southern China, often considered distinct from both Mandarin and Cantonese.
-
D.
Chaoshan language
The Chaoshan language is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong, known for its distinct phonology and strong cultural identity among Teochew and Swatow communities.
-
E.
Longgu language
The Longgu language is an Oceanic language spoken by communities in the Solomon Islands, belonging to the Southeast Solomonic branch of the Austronesian language family.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa9c0ba08190bbd19c217489b755 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e85f2ea48190bf1ff63af1d7d236 |
completed | April 9, 2026, 5:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e442030b588190bc958030f30b648a |
completed | April 19, 2026, 2:46 a.m. |
| NEDg | Description generation | batch_69e44c09163481909d6a469b1e50b6ff |
completed | April 19, 2026, 3:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4519f4d408190be9863c72006ecad |
completed | April 19, 2026, 3:53 a.m. |
Created at: April 8, 2026, 9:28 p.m.